Beginner to Python, I've been trying to alter the pixel values of an image as follows. I've been getting an error that says 'TypeError: an integer is required'on the last but one line How do I sort this out? This is my code:
from PIL import Image
img = Image.open(r'...')
pix = img.load()
def quantf(pval):
if pval>=0 and pval<0.25:
pval=0
elif pval>=0.25 and pval<0.5:
pval=0.25
elif pval>=0.5 and pval<0.75:
pval=0.5
elif pval>=0.75 and pval<1:
pval=0.75
elif pval==1:
pval=1
for i in range (0,31):
for j in range (0,31):
pix[i,j]=quantf(pix[i,j])
img.show()
According to:
http://pillow.readthedocs.io/en/3.4.x/reference/PixelAccess.html#example
After performing an image load each pixel is a tuple when using a multi-band image, otherwise it's an individual value:
from PIL import Image
im = Image.open('hopper.jpg')
px = im.load()
print (px[4,4])
prints:
(23, 24, 68)
or
0.23
You'll need to adjust your quantf(pval)
function in order to account for this as well as ensuring that quantf(pval)
actually returns a value.
For example:
def quantf(pval):
if pval[0]>=0 and pval[0]<64:
pval=(0, pval[1], pval[2])
elif pval[0]>=64 and pval[0]<128:
pval=(64, pval[1], pval[2])
elif pval[0]>=128 and pval[0]<192:
pval=(128, pval[1], pval[2])
elif pval[0]>=192 and pval[0]<256:
pval=(192, pval[1], pval[2])
return pval
or
def quantf(pval):
if pval>=0 and pval<0.25:
pval=0
elif pval>=0.25 and pval<0.5:
pval=0.25
elif pval>=0.5 and pval<0.75:
pval=0.5
elif pval>=0.75 and pval<1:
pval=0.75
elif pval==1:
pval=1
return pval
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